{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,14]],"date-time":"2026-04-14T16:14:56Z","timestamp":1776183296312,"version":"3.50.1"},"reference-count":73,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"9","license":[{"start":{"date-parts":[[2025,9,1]],"date-time":"2025-09-01T00:00:00Z","timestamp":1756684800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc-nd\/4.0\/"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE J. Biomed. Health Inform."],"published-print":{"date-parts":[[2025,9]]},"DOI":"10.1109\/jbhi.2024.3447583","type":"journal-article","created":{"date-parts":[[2024,8,22]],"date-time":"2024-08-22T14:44:51Z","timestamp":1724337891000},"page":"6287-6300","source":"Crossref","is-referenced-by-count":4,"title":["AI-Enhanced Lung Cancer Prediction: A Hybrid Model's Precision Triumph"],"prefix":"10.1109","volume":"29","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-8880-5791","authenticated-orcid":false,"given":"Cyrille Yetuyetu","family":"Kesiku","sequence":"first","affiliation":[{"name":"Engineering Faculty, Department of Computer Science, Electronics and Telecommunications, University of Deusto, Bilbao, Spain"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9356-1186","authenticated-orcid":false,"given":"Begonya","family":"Garcia-Zapirain","sequence":"additional","affiliation":[{"name":"Engineering Faculty, Department of Computer Science, Electronics and Telecommunications, University of Deusto, Bilbao, Spain"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1001\/jama.2021.1117"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.3390\/app132212510"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1200\/cci.20.00020"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.3390\/cancers15215236"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1007\/s00330-016-4228-3"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1111\/joim.13480"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1093\/jamia\/ocac020"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1016\/j.jtho.2019.04.019"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.3390\/info10040150"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/IEC47844.2019.8950650"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/CCEM.2017.15"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.38094\/jastt20165"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-023-27548-w"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1007\/s10278-023-00787-z"},{"key":"ref15","article-title":"Bidirectional LSTMCRF models for sequence tagging","author":"Huang","year":"2015"},{"key":"ref16","article-title":"Bert: Pretraining of deep bidirectional transformers for language understanding","author":"Devlin","year":"2018"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1259\/bjr.20220769"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1007\/s12652-019-01399-8"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1007\/s10115-023-01957-9"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1148\/ryai.210085"},{"key":"ref21","article-title":"Efficient estimation of word representations in vector space","author":"Mikolov","year":"2013"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.48550\/arXiv.1310.4546"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/5.726791"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/78.650093"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2021.03.091"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1038\/sdata.2016.35"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1038\/s41597-023-02136-9"},{"issue":"2","key":"ref28","doi-asserted-by":"crossref","first-page":"1","DOI":"10.5121\/ijdkp.2015.5201","article-title":"A review on evaluation metrics for data classification evaluations","volume":"5","author":"Hossin","year":"2015","journal-title":"Int. J. Data Mining Knowl. Manage. Process"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.2307\/2965703"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/D19-1047"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1016\/j.csl.2020.101182"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1093\/bioinformatics\/btz682"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1186\/s12911-020-01297-6"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1093\/bib\/bbab569"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1038\/s41746-022-00689-4"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1016\/j.jbi.2023.104466"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1016\/j.biopha.2023.114784"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1038\/s41746-022-00712-8"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1007\/s11063-023-11396-w"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/TR.2019.2959624"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1038\/s41591-023-02448-8"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1038\/s41586-023-06291-2"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.11591\/ijai.v10.i2.pp316-323"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/JBHI.2021.3062322"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.5220\/0006730506410650"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1016\/j.health.2023.100247"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.3389\/fnano.2022.972421"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2010.09.153"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1145\/3439726"},{"issue":"8","key":"ref50","first-page":"966","article-title":"Text classification using machine learning techniques","volume":"4","author":"Ikonomakis","year":"2005","journal-title":"WSEAS Trans. Comput."},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1109\/IAEAC.2018.8577620"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1109\/ICDIM.2018.8847061"},{"key":"ref53","article-title":"Comparative study of cnn and rnn for natural language processing","author":"Yin","year":"2017"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1007\/s10489-022-04221-9"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1155\/2022\/7212366"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.3390\/app10175841"},{"key":"ref57","article-title":"ICD-9-CM diagnosis and procedure codes: Abbreviated and full code title"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1016\/j.patter.2021.100347"},{"key":"ref59","article-title":"Deep learning using rectified linear units (relu)","author":"Agarap","year":"2018"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.2196\/32215"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1007\/s11042-022-13459-x"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2024.findings-acl.674"},{"key":"ref63","article-title":"Data distillation for text classification","author":"Li","year":"2021"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.24018\/ejece.2023.7.6.583"},{"key":"ref65","doi-asserted-by":"publisher","DOI":"10.1145\/3313831.3376219"},{"key":"ref66","article-title":"Predicting parameters in deep learning","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","volume":"26","author":"Denil","year":"2013"},{"key":"ref67","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/N18-1100"},{"key":"ref68","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2021.3127881"},{"key":"ref69","doi-asserted-by":"publisher","DOI":"10.1016\/j.inffus.2019.12.012"},{"key":"ref70","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/n16-1082"},{"key":"ref71","first-page":"50","article-title":"Discovering interpretable representations for both deep generative and discriminative models","volume-title":"Int. Conf. Mach. Learn","author":"Adel","year":"2018"},{"key":"ref72","doi-asserted-by":"publisher","DOI":"10.1186\/s12911-019-0781-4"},{"key":"ref73","doi-asserted-by":"publisher","DOI":"10.1080\/12460125.2020.1864106"}],"container-title":["IEEE Journal of Biomedical and Health Informatics"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/6221020\/11152528\/10643642.pdf?arnumber=10643642","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,12,9]],"date-time":"2025-12-09T18:34:22Z","timestamp":1765305262000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10643642\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,9]]},"references-count":73,"journal-issue":{"issue":"9"},"URL":"https:\/\/doi.org\/10.1109\/jbhi.2024.3447583","relation":{},"ISSN":["2168-2194","2168-2208"],"issn-type":[{"value":"2168-2194","type":"print"},{"value":"2168-2208","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025,9]]}}}